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Tasks for “semantic segmentation”

Explore the problems researchers are working on and the benchmarks used to measure progress.

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TaskDomainBenchmarksPapersLast update
Map-view Semantic Segmentationcomputer vision22Feb 18, 2026
Socio-semantic Segmentationcomputer vision21Feb 20, 2026
3D Tooth Semantic Segmentation3d vision geometrycomputer vision21Mar 18, 2026
Multi-class Semantic Segmentationcomputer vision22Jun 5, 2026
Semantic Segmentation (Scenario 3)computer vision21May 19, 2026
Semantic Segmentation (Scenario 2)computer vision21May 19, 2026
Semantic Segmentation (Scenario 1)computer vision21May 19, 2026
Event-based Semantic Segmentationcomputer vision23Feb 18, 2026
Vehicle Semantic Segmentationcomputer vision21Feb 18, 2026
Scene Sketch Semantic Segmentationcomputer vision21Jun 11, 2026
Open-Set Domain Adaptation Semantic Segmentationcomputer vision21Feb 20, 2026
7-class Semantic Segmentationcomputer vision11Mar 30, 2026
Oracle Semantic Segmentationcomputer vision11Feb 18, 2026
Outdoor Semantic Segmentationcomputer vision13Apr 14, 2026
3D Mesh Semantic Segmentation3d vision geometrycomputer vision11Apr 3, 2026
Action Semantic Segmentationcomputer vision12Feb 18, 2026
Floorplan Semantic Segmentationcomputer vision3d vision geometry11Feb 19, 2026
Outlier-aware Semantic Segmentationcomputer vision11Feb 18, 2026
Perturbation detection for semantic segmentationcomputer visionadversarial safety security11Jun 9, 2026
RGB-T Semantic Segmentationcomputer visionmultimodal11Feb 18, 2026
Actor Semantic Segmentationcomputer vision11Feb 18, 2026
Future Semantic Segmentation (Mid-term)computer vision11Feb 18, 2026
Future Semantic Segmentation (Short-term)computer vision11Feb 18, 2026
Generalized Zero-Shot Semantic Segmentationcomputer visionnlp11Feb 18, 2026
Image Semantic Segmentationcomputer vision11Apr 14, 2026